NYPD Hate Crimes Data Report

Dataset statistics

Number of variables	17
Number of observations	3255
Missing cells	3698
Missing cells (%)	6.7%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	2.1 MiB
Average record size in memory	663.9 B

Variable types

Numeric	7
DateTime	2
Categorical	6
Text	2

Alerts

`Bias Motive Description` is highly overall correlated with `Offense Category`	High correlation
`Complaint Precinct Code` is highly overall correlated with `County` and 1 other fields	High correlation
`Complaint Year Number` is highly overall correlated with `Full Complaint ID`	High correlation
`County` is highly overall correlated with `Complaint Precinct Code` and 1 other fields	High correlation
`Full Complaint ID` is highly overall correlated with `Complaint Year Number`	High correlation
`Law Code Category Description` is highly overall correlated with `Offense Description`	High correlation
`Offense Category` is highly overall correlated with `Bias Motive Description`	High correlation
`Offense Description` is highly overall correlated with `Law Code Category Description`	High correlation
`Patrol Borough Name` is highly overall correlated with `Complaint Precinct Code` and 1 other fields	High correlation
`Unnamed: 0` is highly overall correlated with `Unnamed: 0.1` and 1 other fields	High correlation
`Unnamed: 0.1` is highly overall correlated with `Unnamed: 0` and 1 other fields	High correlation
`Unnamed: 0.2` is highly overall correlated with `Unnamed: 0` and 1 other fields	High correlation
`Arrest Date` has 1849 (56.8%) missing values	Missing
`Arrest Id` has 1849 (56.8%) missing values	Missing
`Unnamed: 0.2` is uniformly distributed	Uniform
`Unnamed: 0.1` is uniformly distributed	Uniform
`Unnamed: 0` is uniformly distributed	Uniform
`Unnamed: 0.2` has unique values	Unique
`Unnamed: 0.1` has unique values	Unique
`Unnamed: 0` has unique values	Unique

Reproduction

Analysis started	2025-02-21 20:47:46.723578
Analysis finished	2025-02-21 20:47:51.051558
Duration	4.33 seconds
Software version	ydata-profiling vv4.12.2
Download configuration	config.json

Unnamed: 0.2
Real number (ℝ)

High correlation Uniform Unique

Distinct	3255
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1627

Minimum	0
Maximum	3254
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	25.6 KiB

Quantile statistics

Minimum	0
5-th percentile	162.7
Q1	813.5
median	1627
Q3	2440.5
95-th percentile	3091.3
Maximum	3254
Range	3254
Interquartile range (IQR)	1627

Descriptive statistics

Standard deviation	939.78189
Coefficient of variation (CV)	0.5776164
Kurtosis	-1.2
Mean	1627
Median Absolute Deviation (MAD)	814
Skewness	0
Sum	5295885
Variance	883190
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3254	1	< 0.1%
0	1	< 0.1%
1	1	< 0.1%
2	1	< 0.1%
3	1	< 0.1%
4	1	< 0.1%
5	1	< 0.1%
3238	1	< 0.1%
3237	1	< 0.1%
3236	1	< 0.1%
Other values (3245)	3245	99.7%

Value	Count	Frequency (%)
0	1	< 0.1%
1	1	< 0.1%
2	1	< 0.1%
3	1	< 0.1%
4	1	< 0.1%
5	1	< 0.1%
6	1	< 0.1%
7	1	< 0.1%
8	1	< 0.1%
9	1	< 0.1%

Value	Count	Frequency (%)
3254	1	< 0.1%
3253	1	< 0.1%
3252	1	< 0.1%
3251	1	< 0.1%
3250	1	< 0.1%
3249	1	< 0.1%
3248	1	< 0.1%
3247	1	< 0.1%
3246	1	< 0.1%
3245	1	< 0.1%

Unnamed: 0.1
Real number (ℝ)

High correlation Uniform Unique

Distinct	3255
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1627

Minimum	0
Maximum	3254
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	25.6 KiB

Quantile statistics

Minimum	0
5-th percentile	162.7
Q1	813.5
median	1627
Q3	2440.5
95-th percentile	3091.3
Maximum	3254
Range	3254
Interquartile range (IQR)	1627

Descriptive statistics

Standard deviation	939.78189
Coefficient of variation (CV)	0.5776164
Kurtosis	-1.2
Mean	1627
Median Absolute Deviation (MAD)	814
Skewness	0
Sum	5295885
Variance	883190
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3254	1	< 0.1%
0	1	< 0.1%
1	1	< 0.1%
2	1	< 0.1%
3	1	< 0.1%
4	1	< 0.1%
5	1	< 0.1%
3238	1	< 0.1%
3237	1	< 0.1%
3236	1	< 0.1%
Other values (3245)	3245	99.7%

Value	Count	Frequency (%)
0	1	< 0.1%
1	1	< 0.1%
2	1	< 0.1%
3	1	< 0.1%
4	1	< 0.1%
5	1	< 0.1%
6	1	< 0.1%
7	1	< 0.1%
8	1	< 0.1%
9	1	< 0.1%

Value	Count	Frequency (%)
3254	1	< 0.1%
3253	1	< 0.1%
3252	1	< 0.1%
3251	1	< 0.1%
3250	1	< 0.1%
3249	1	< 0.1%
3248	1	< 0.1%
3247	1	< 0.1%
3246	1	< 0.1%
3245	1	< 0.1%

Unnamed: 0
Real number (ℝ)

High correlation Uniform Unique

Distinct	3255
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1627

Minimum	0
Maximum	3254
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	25.6 KiB

Quantile statistics

Minimum	0
5-th percentile	162.7
Q1	813.5
median	1627
Q3	2440.5
95-th percentile	3091.3
Maximum	3254
Range	3254
Interquartile range (IQR)	1627

Descriptive statistics

Standard deviation	939.78189
Coefficient of variation (CV)	0.5776164
Kurtosis	-1.2
Mean	1627
Median Absolute Deviation (MAD)	814
Skewness	0
Sum	5295885
Variance	883190
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3254	1	< 0.1%
0	1	< 0.1%
1	1	< 0.1%
2	1	< 0.1%
3	1	< 0.1%
4	1	< 0.1%
5	1	< 0.1%
3238	1	< 0.1%
3237	1	< 0.1%
3236	1	< 0.1%
Other values (3245)	3245	99.7%

Value	Count	Frequency (%)
0	1	< 0.1%
1	1	< 0.1%
2	1	< 0.1%
3	1	< 0.1%
4	1	< 0.1%
5	1	< 0.1%
6	1	< 0.1%
7	1	< 0.1%
8	1	< 0.1%
9	1	< 0.1%

Value	Count	Frequency (%)
3254	1	< 0.1%
3253	1	< 0.1%
3252	1	< 0.1%
3251	1	< 0.1%
3250	1	< 0.1%
3249	1	< 0.1%
3248	1	< 0.1%
3247	1	< 0.1%
3246	1	< 0.1%
3245	1	< 0.1%

Full Complaint ID
Real number (ℝ)

High correlation

Distinct	2991
Distinct (%)	91.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.0218455 × 10¹⁴

Minimum	2.0190011 × 10¹⁴
Maximum	2.0241231 × 10¹⁴
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	25.6 KiB

Quantile statistics

Minimum	2.0190011 × 10¹⁴
5-th percentile	2.0190481 × 10¹⁴
Q1	2.0210131 × 10¹⁴
median	2.0220611 × 10¹⁴
Q3	2.0230766 × 10¹⁴
95-th percentile	2.0240781 × 10¹⁴
Maximum	2.0241231 × 10¹⁴
Range	5.1220021 × 10¹¹
Interquartile range (IQR)	2.0635001 × 10¹¹

Descriptive statistics

Standard deviation	1.608058 × 10¹¹
Coefficient of variation (CV)	0.00079534167
Kurtosis	-0.97355218
Mean	2.0218455 × 10¹⁴
Median Absolute Deviation (MAD)	1.0370029 × 10¹¹
Skewness	-0.33742337
Sum	6.5811071 × 10¹⁷
Variance	2.5858504 × 10²²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.023109127 × 10¹⁴	11	0.3%
2.021018123 × 10¹⁴	9	0.3%
2.022090127 × 10¹⁴	6	0.2%
2.023018123 × 10¹⁴	5	0.2%
2.023010125 × 10¹⁴	5	0.2%
2.02207513 × 10¹⁴	5	0.2%
2.023060123 × 10¹⁴	4	0.1%
2.019066126 × 10¹⁴	4	0.1%
2.022115128 × 10¹⁴	4	0.1%
2.020044124 × 10¹⁴	4	0.1%
Other values (2981)	3198	98.2%

Value	Count	Frequency (%)
2.019001121 × 10¹⁴	1	< 0.1%
2.019001121 × 10¹⁴	1	< 0.1%
2.019001122 × 10¹⁴	1	< 0.1%
2.019001122 × 10¹⁴	1	< 0.1%
2.019001122 × 10¹⁴	1	< 0.1%
2.019001123 × 10¹⁴	1	< 0.1%
2.019001124 × 10¹⁴	1	< 0.1%
2.019001124 × 10¹⁴	1	< 0.1%
2.019001125 × 10¹⁴	1	< 0.1%
2.019001126 × 10¹⁴	1	< 0.1%

Value	Count	Frequency (%)
2.024123123 × 10¹⁴	1	< 0.1%
2.024123123 × 10¹⁴	1	< 0.1%
2.024123122 × 10¹⁴	1	< 0.1%
2.024122126 × 10¹⁴	1	< 0.1%
2.024122124 × 10¹⁴	1	< 0.1%
2.024122124 × 10¹⁴	1	< 0.1%
2.024122123 × 10¹⁴	1	< 0.1%
2.024122122 × 10¹⁴	1	< 0.1%
2.024121127 × 10¹⁴	1	< 0.1%
2.024121125 × 10¹⁴	1	< 0.1%

Complaint Year Number
Real number (ℝ)

High correlation

Distinct	6
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2021.7868

Minimum	2019
Maximum	2024
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	25.6 KiB

Quantile statistics

Minimum	2019
5-th percentile	2019
Q1	2021
median	2022
Q3	2023
95-th percentile	2024
Maximum	2024
Range	5
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.6086001
Coefficient of variation (CV)	0.00079563291
Kurtosis	-0.97190774
Mean	2021.7868
Median Absolute Deviation (MAD)	1
Skewness	-0.33944202
Sum	6580916
Variance	2.5875943
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
2023	755	23.2%
2022	672	20.6%
2021	578	17.8%
2024	519	15.9%
2019	447	13.7%
2020	284	8.7%

Value	Count	Frequency (%)
2019	447	13.7%
2020	284	8.7%
2021	578	17.8%
2022	672	20.6%
2023	755	23.2%
2024	519	15.9%

Value	Count	Frequency (%)
2024	519	15.9%
2023	755	23.2%
2022	672	20.6%
2021	578	17.8%
2020	284	8.7%
2019	447	13.7%

Month Number
Real number (ℝ)

Distinct	12
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.3004608

Minimum	1
Maximum	12
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	25.6 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	3
median	6
Q3	9
95-th percentile	12
Maximum	12
Range	11
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	3.2917989
Coefficient of variation (CV)	0.52246955
Kurtosis	-1.1210351
Mean	6.3004608
Median Absolute Deviation (MAD)	3
Skewness	0.1150436
Sum	20508
Variance	10.83594
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
5	349	10.7%
3	344	10.6%
6	324	10.0%
4	275	8.4%
9	269	8.3%
7	269	8.3%
10	265	8.1%
2	253	7.8%
8	238	7.3%
11	230	7.1%
Other values (2)	439	13.5%

Value	Count	Frequency (%)
1	225	6.9%
2	253	7.8%
3	344	10.6%
4	275	8.4%
5	349	10.7%
6	324	10.0%
7	269	8.3%
8	238	7.3%
9	269	8.3%
10	265	8.1%

Value	Count	Frequency (%)
12	214	6.6%
11	230	7.1%
10	265	8.1%
9	269	8.3%
8	238	7.3%
7	269	8.3%
6	324	10.0%
5	349	10.7%
4	275	8.4%
3	344	10.6%

Record Create Date
Date

Distinct	1447
Distinct (%)	44.5%
Missing	0
Missing (%)	0.0%
Memory size	25.6 KiB

Minimum	2019-01-01 00:00:00
Maximum	2024-09-30 00:00:00
Invalid dates	0
Invalid dates (%)	0.0%

Histogram with fixed size bins (bins=50)

Complaint Precinct Code
Real number (ℝ)

High correlation

Distinct	77
Distinct (%)	2.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	58.571736

Minimum	1
Maximum	123
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	25.6 KiB

Quantile statistics

Minimum	1
5-th percentile	6
Q1	19
median	63
Q3	90
95-th percentile	115
Maximum	123
Range	122
Interquartile range (IQR)	71

Descriptive statistics

Standard deviation	38.014809
Coefficient of variation (CV)	0.64902992
Kurtosis	-1.3738998
Mean	58.571736
Median Absolute Deviation (MAD)	39
Skewness	0.04320368
Sum	190651
Variance	1445.1257
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
90	134	4.1%
14	123	3.8%
19	115	3.5%
18	95	2.9%
61	95	2.9%
70	93	2.9%
71	88	2.7%
66	87	2.7%
13	86	2.6%
1	81	2.5%
Other values (67)	2258	69.4%

Value	Count	Frequency (%)
1	81	2.5%
5	65	2.0%
6	71	2.2%
7	62	1.9%
9	36	1.1%
10	80	2.5%
13	86	2.6%
14	123	3.8%
17	50	1.5%
18	95	2.9%

Value	Count	Frequency (%)
123	16	0.5%
122	37	1.1%
121	35	1.1%
120	34	1.0%
115	49	1.5%
114	62	1.9%
113	12	0.4%
112	62	1.9%
111	26	0.8%
110	46	1.4%

Patrol Borough Name
Categorical

High correlation

Distinct	8
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	226.2 KiB

PATROL BORO MAN SOUTH	749
PATROL BORO BKLYN SOUTH	639
PATROL BORO BKLYN NORTH	491
PATROL BORO MAN NORTH	471
PATROL BORO QUEENS NORTH	371
Other values (3)	534

Length

Max length	25
Median length	24
Mean length	22.135791
Min length	17

Characters and Unicode

Total characters	72052
Distinct characters	20
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	PATROL BORO BRONX
2nd row	PATROL BORO BRONX
3rd row	PATROL BORO BRONX
4th row	PATROL BORO BKLYN SOUTH
5th row	PATROL BORO BKLYN SOUTH

Common Values

Value	Count	Frequency (%)
PATROL BORO MAN SOUTH	749	23.0%
PATROL BORO BKLYN SOUTH	639	19.6%
PATROL BORO BKLYN NORTH	491	15.1%
PATROL BORO MAN NORTH	471	14.5%
PATROL BORO QUEENS NORTH	371	11.4%
PATROL BORO QUEENS SOUTH	212	6.5%
PATROL BORO BRONX	200	6.1%
PATROL BORO STATEN ISLAND	122	3.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
patrol	3255	25.4%
boro	3255	25.4%
south	1600	12.5%
north	1333	10.4%
man	1220	9.5%
bklyn	1130	8.8%
queens	583	4.5%
bronx	200	1.6%
staten	122	1.0%
island	122	1.0%

Most occurring characters

Value	Count	Frequency (%)
O	12898	17.9%
	9565	13.3%
R	8043	11.2%
T	6432	8.9%
A	4719	6.5%
N	4710	6.5%
B	4585	6.4%
L	4507	6.3%
P	3255	4.5%
H	2933	4.1%
Other values (10)	10405	14.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	72052	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
O	12898	17.9%
	9565	13.3%
R	8043	11.2%
T	6432	8.9%
A	4719	6.5%
N	4710	6.5%
B	4585	6.4%
L	4507	6.3%
P	3255	4.5%
H	2933	4.1%
Other values (10)	10405	14.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	72052	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
O	12898	17.9%
	9565	13.3%
R	8043	11.2%
T	6432	8.9%
A	4719	6.5%
N	4710	6.5%
B	4585	6.4%
L	4507	6.3%
P	3255	4.5%
H	2933	4.1%
Other values (10)	10405	14.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	72052	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
O	12898	17.9%
	9565	13.3%
R	8043	11.2%
T	6432	8.9%
A	4719	6.5%
N	4710	6.5%
B	4585	6.4%
L	4507	6.3%
P	3255	4.5%
H	2933	4.1%
Other values (10)	10405	14.4%

County
Categorical

High correlation

Distinct	5
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	176.3 KiB

NEW YORK	1220
KINGS	1130
QUEENS	583
BRONX	200
RICHMOND	122

Length

Max length	8
Median length	6
Mean length	6.4159754
Min length	5

Characters and Unicode

Total characters	20884
Distinct characters	19
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	BRONX
2nd row	BRONX
3rd row	BRONX
4th row	KINGS
5th row	KINGS

Common Values

Value	Count	Frequency (%)
NEW YORK	1220	37.5%
KINGS	1130	34.7%
QUEENS	583	17.9%
BRONX	200	6.1%
RICHMOND	122	3.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
new	1220	27.3%
york	1220	27.3%
kings	1130	25.3%
queens	583	13.0%
bronx	200	4.5%
richmond	122	2.7%

Most occurring characters

Value	Count	Frequency (%)
N	3255	15.6%
E	2386	11.4%
K	2350	11.3%
S	1713	8.2%
R	1542	7.4%
O	1542	7.4%
I	1252	6.0%
W	1220	5.8%
Y	1220	5.8%
	1220	5.8%
Other values (9)	3184	15.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	20884	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
N	3255	15.6%
E	2386	11.4%
K	2350	11.3%
S	1713	8.2%
R	1542	7.4%
O	1542	7.4%
I	1252	6.0%
W	1220	5.8%
Y	1220	5.8%
	1220	5.8%
Other values (9)	3184	15.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	20884	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
N	3255	15.6%
E	2386	11.4%
K	2350	11.3%
S	1713	8.2%
R	1542	7.4%
O	1542	7.4%
I	1252	6.0%
W	1220	5.8%
Y	1220	5.8%
	1220	5.8%
Other values (9)	3184	15.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	20884	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
N	3255	15.6%
E	2386	11.4%
K	2350	11.3%
S	1713	8.2%
R	1542	7.4%
O	1542	7.4%
I	1252	6.0%
W	1220	5.8%
Y	1220	5.8%
	1220	5.8%
Other values (9)	3184	15.2%

Law Code Category Description
Categorical

High correlation

Distinct	4
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	182.9 KiB

FELONY	1618
MISDEMEANOR	1612
VIOLATION	23
INVESTIGATION	2

Length

Max length	13
Median length	11
Mean length	8.5016897
Min length	6

Characters and Unicode

Total characters	27673
Distinct characters	15
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	FELONY
2nd row	FELONY
3rd row	FELONY
4th row	FELONY
5th row	MISDEMEANOR

Common Values

Value	Count	Frequency (%)
FELONY	1618	49.7%
MISDEMEANOR	1612	49.5%
VIOLATION	23	0.7%
INVESTIGATION	2	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
felony	1618	49.7%
misdemeanor	1612	49.5%
violation	23	0.7%
investigation	2	0.1%

Most occurring characters

Value	Count	Frequency (%)
E	4844	17.5%
O	3278	11.8%
N	3257	11.8%
M	3224	11.7%
I	1664	6.0%
L	1641	5.9%
A	1637	5.9%
Y	1618	5.8%
F	1618	5.8%
S	1614	5.8%
Other values (5)	3278	11.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	27673	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
E	4844	17.5%
O	3278	11.8%
N	3257	11.8%
M	3224	11.7%
I	1664	6.0%
L	1641	5.9%
A	1637	5.9%
Y	1618	5.8%
F	1618	5.8%
S	1614	5.8%
Other values (5)	3278	11.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	27673	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
E	4844	17.5%
O	3278	11.8%
N	3257	11.8%
M	3224	11.7%
I	1664	6.0%
L	1641	5.9%
A	1637	5.9%
Y	1618	5.8%
F	1618	5.8%
S	1614	5.8%
Other values (5)	3278	11.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	27673	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
E	4844	17.5%
O	3278	11.8%
N	3257	11.8%
M	3224	11.7%
I	1664	6.0%
L	1641	5.9%
A	1637	5.9%
Y	1618	5.8%
F	1618	5.8%
S	1614	5.8%
Other values (5)	3278	11.8%

Offense Description
Categorical

High correlation

Distinct	23
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Memory size	233.0 KiB

MISCELLANEOUS PENAL LAW	836
CRIMINAL MISCHIEF & RELATED OF	670
ASSAULT 3 & RELATED OFFENSES	654
OFF. AGNST PUB ORD SENSBLTY &	446
FELONY ASSAULT	394
Other values (18)	255

Length

Max length	30
Median length	28
Mean length	24.245776
Min length	4

Characters and Unicode

Total characters	78920
Distinct characters	31
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	4 ?
Unique (%)	0.1%

Sample

1st row	BURGLARY
2nd row	MISCELLANEOUS PENAL LAW
3rd row	FELONY ASSAULT
4th row	MURDER & NON-NEGL. MANSLAUGHTE
5th row	OFF. AGNST PUB ORD SENSBLTY &

Common Values

Value	Count	Frequency (%)
MISCELLANEOUS PENAL LAW	836	25.7%
CRIMINAL MISCHIEF & RELATED OF	670	20.6%
ASSAULT 3 & RELATED OFFENSES	654	20.1%
OFF. AGNST PUB ORD SENSBLTY &	446	13.7%
FELONY ASSAULT	394	12.1%
ROBBERY	108	3.3%
GRAND LARCENY	43	1.3%
HARRASSMENT 2	23	0.7%
PETIT LARCENY	20	0.6%
SEX CRIMES	15	0.5%
Other values (13)	46	1.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
	1778	13.7%
related	1325	10.2%
assault	1048	8.1%
penal	836	6.4%
miscellaneous	836	6.4%
law	836	6.4%
criminal	672	5.2%
mischief	670	5.2%
of	670	5.2%
offenses	661	5.1%
Other values (35)	3668	28.2%

Most occurring characters

Value	Count	Frequency (%)
	9745	12.3%
E	8287	10.5%
L	7331	9.3%
A	7267	9.2%
S	7223	9.2%
N	4490	5.7%
F	3951	5.0%
O	3594	4.6%
I	3587	4.5%
T	3355	4.3%
Other values (21)	20090	25.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	78920	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	9745	12.3%
E	8287	10.5%
L	7331	9.3%
A	7267	9.2%
S	7223	9.2%
N	4490	5.7%
F	3951	5.0%
O	3594	4.6%
I	3587	4.5%
T	3355	4.3%
Other values (21)	20090	25.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	78920	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	9745	12.3%
E	8287	10.5%
L	7331	9.3%
A	7267	9.2%
S	7223	9.2%
N	4490	5.7%
F	3951	5.0%
O	3594	4.6%
I	3587	4.5%
T	3355	4.3%
Other values (21)	20090	25.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	78920	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	9745	12.3%
E	8287	10.5%
L	7331	9.3%
A	7267	9.2%
S	7223	9.2%
N	4490	5.7%
F	3951	5.0%
O	3594	4.6%
I	3587	4.5%
T	3355	4.3%
Other values (21)	20090	25.5%

PD Code Description
Text

Distinct	82
Distinct (%)	2.5%
Missing	0
Missing (%)	0.0%
Memory size	227.2 KiB

Length

Max length	60
Median length	54
Mean length	22.437481
Min length	6

Characters and Unicode

Total characters	73034
Distinct characters	38
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	30 ?
Unique (%)	0.9%

Sample

1st row	BURGLARY,UNCLASSIFIED,NIGHT
2nd row	AGGRAVATED HARASSMENT 1
3rd row	ASSAULT 2,1,UNCLASSIFIED
4th row	MURDER,UNCLASSIFIED
5th row	AGGRAVATED HARASSMENT 2

Value	Count	Frequency (%)
aggravated	1207	13.1%
harassment	1207	13.1%
assault	930	10.1%
1	770	8.4%
3	635	6.9%
criminal	566	6.2%
2	538	5.9%
mischief	387	4.2%
2,1,unclassified	383	4.2%
4th	334	3.6%
Other values (142)	2226	24.2%

Most occurring characters

Value	Count	Frequency (%)
A	10249	14.0%
S	6614	9.1%
	6258	8.6%
I	4858	6.7%
E	4713	6.5%
T	4504	6.2%
R	4414	6.0%
N	3571	4.9%
G	3072	4.2%
M	2890	4.0%
Other values (28)	21891	30.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	73034	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
A	10249	14.0%
S	6614	9.1%
	6258	8.6%
I	4858	6.7%
E	4713	6.5%
T	4504	6.2%
R	4414	6.0%
N	3571	4.9%
G	3072	4.2%
M	2890	4.0%
Other values (28)	21891	30.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	73034	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
A	10249	14.0%
S	6614	9.1%
	6258	8.6%
I	4858	6.7%
E	4713	6.5%
T	4504	6.2%
R	4414	6.0%
N	3571	4.9%
G	3072	4.2%
M	2890	4.0%
Other values (28)	21891	30.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	73034	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
A	10249	14.0%
S	6614	9.1%
	6258	8.6%
I	4858	6.7%
E	4713	6.5%
T	4504	6.2%
R	4414	6.0%
N	3571	4.9%
G	3072	4.2%
M	2890	4.0%
Other values (28)	21891	30.0%

Bias Motive Description
Categorical

High correlation

Distinct	28
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Memory size	199.4 KiB

ANTI-JEWISH	1504
ANTI-MALE HOMOSEXUAL (GAY)	420
ANTI-ASIAN	355
ANTI-BLACK	257
ANTI-OTHER ETHNICITY	133
Other values (23)	586

Length

Max length	33
Median length	11
Mean length	13.67404
Min length	9

Characters and Unicode

Total characters	44509
Distinct characters	30
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	3 ?
Unique (%)	0.1%

Sample

1st row	ANTI-JEWISH
2nd row	ANTI-JEWISH
3rd row	ANTI-MALE HOMOSEXUAL (GAY)
4th row	ANTI-ASIAN
5th row	ANTI-JEWISH

Common Values

Value	Count	Frequency (%)
ANTI-JEWISH	1504	46.2%
ANTI-MALE HOMOSEXUAL (GAY)	420	12.9%
ANTI-ASIAN	355	10.9%
ANTI-BLACK	257	7.9%
ANTI-OTHER ETHNICITY	133	4.1%
ANTI-MUSLIM	121	3.7%
ANTI-WHITE	110	3.4%
ANTI-TRANSGENDER	84	2.6%
ANTI-HISPANIC	77	2.4%
ANTI-CATHOLIC	57	1.8%
Other values (18)	137	4.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
anti-jewish	1504	34.5%
homosexual	457	10.5%
anti-male	421	9.7%
gay	420	9.6%
anti-asian	355	8.1%
anti-black	257	5.9%
anti-other	139	3.2%
ethnicity	133	3.1%
anti-muslim	121	2.8%
anti-white	110	2.5%
Other values (32)	439	10.1%

Most occurring characters

Value	Count	Frequency (%)
I	5932	13.3%
A	5876	13.2%
N	4096	9.2%
T	3954	8.9%
-	3266	7.3%
E	3154	7.1%
S	2672	6.0%
H	2505	5.6%
W	1616	3.6%
J	1506	3.4%
Other values (20)	9932	22.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	44509	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
I	5932	13.3%
A	5876	13.2%
N	4096	9.2%
T	3954	8.9%
-	3266	7.3%
E	3154	7.1%
S	2672	6.0%
H	2505	5.6%
W	1616	3.6%
J	1506	3.4%
Other values (20)	9932	22.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	44509	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
I	5932	13.3%
A	5876	13.2%
N	4096	9.2%
T	3954	8.9%
-	3266	7.3%
E	3154	7.1%
S	2672	6.0%
H	2505	5.6%
W	1616	3.6%
J	1506	3.4%
Other values (20)	9932	22.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	44509	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
I	5932	13.3%
A	5876	13.2%
N	4096	9.2%
T	3954	8.9%
-	3266	7.3%
E	3154	7.1%
S	2672	6.0%
H	2505	5.6%
W	1616	3.6%
J	1506	3.4%
Other values (20)	9932	22.3%

Offense Category
Categorical

High correlation

Distinct	8
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	224.5 KiB

Religion/Religious Practice	1718
Race/Color	724
Sexual Orientation	466
Ethnicity/National Origin/Ancestry	218
Gender	119
Other values (3)	10

Length

Max length	34
Median length	27
Mean length	21.581874
Min length	3

Characters and Unicode

Total characters	70249
Distinct characters	31
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2 ?
Unique (%)	0.1%

Sample

1st row	Religion/Religious Practice
2nd row	Religion/Religious Practice
3rd row	Sexual Orientation
4th row	Race/Color
5th row	Religion/Religious Practice

Common Values

Value	Count	Frequency (%)
Religion/Religious Practice	1718	52.8%
Race/Color	724	22.2%
Sexual Orientation	466	14.3%
Ethnicity/National Origin/Ancestry	218	6.7%
Gender	119	3.7%
Unclassified	8	0.2%
Disability	1	< 0.1%
Age	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
religion/religious	1718	30.4%
practice	1718	30.4%
race/color	724	12.8%
sexual	466	8.2%
orientation	466	8.2%
ethnicity/national	218	3.9%
origin/ancestry	218	3.9%
gender	119	2.1%
unclassified	8	0.1%
disability	1	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
i	10631	15.1%
e	7275	10.4%
o	5568	7.9%
l	4853	6.9%
c	4604	6.6%
R	4160	5.9%
a	3819	5.4%
g	3655	5.2%
n	3649	5.2%
t	3523	5.0%
Other values (21)	18512	26.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	70249	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
i	10631	15.1%
e	7275	10.4%
o	5568	7.9%
l	4853	6.9%
c	4604	6.6%
R	4160	5.9%
a	3819	5.4%
g	3655	5.2%
n	3649	5.2%
t	3523	5.0%
Other values (21)	18512	26.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	70249	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
i	10631	15.1%
e	7275	10.4%
o	5568	7.9%
l	4853	6.9%
c	4604	6.6%
R	4160	5.9%
a	3819	5.4%
g	3655	5.2%
n	3649	5.2%
t	3523	5.0%
Other values (21)	18512	26.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	70249	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
i	10631	15.1%
e	7275	10.4%
o	5568	7.9%
l	4853	6.9%
c	4604	6.6%
R	4160	5.9%
a	3819	5.4%
g	3655	5.2%
n	3649	5.2%
t	3523	5.0%
Other values (21)	18512	26.4%

Arrest Date
Date

Missing

Distinct	745
Distinct (%)	53.0%
Missing	1849
Missing (%)	56.8%
Memory size	25.6 KiB

Minimum	2019-01-06 00:00:00
Maximum	2024-09-30 00:00:00
Invalid dates	0
Invalid dates (%)	0.0%

Histogram with fixed size bins (bins=50)

Arrest Id
Text

Missing

Distinct	1395
Distinct (%)	99.2%
Missing	1849
Missing (%)	56.8%
Memory size	137.5 KiB

Length

Max length	9
Median length	9
Mean length	9
Min length	9

Characters and Unicode

Total characters	12654
Distinct characters	15
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1387 ?
Unique (%)	98.6%

Sample

1st row	B33683676
2nd row	B34705870
3rd row	B34707656
4th row	K31675023
5th row	K31679592

Value	Count	Frequency (%)
k35674657	3	0.2%
k35674659	3	0.2%
k35674656	3	0.2%
k34719303	2	0.1%
k34719306	2	0.1%
k34719305	2	0.1%
k35733591	2	0.1%
b31682806	2	0.1%
m36686302	1	0.1%
m36702494	1	0.1%
Other values (1385)	1385	98.5%

Most occurring characters

Value	Count	Frequency (%)
3	2236	17.7%
6	1715	13.6%
7	1314	10.4%
8	928	7.3%
5	919	7.3%
4	874	6.9%
0	856	6.8%
1	836	6.6%
9	832	6.6%
2	738	5.8%
Other values (5)	1406	11.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	12654	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
3	2236	17.7%
6	1715	13.6%
7	1314	10.4%
8	928	7.3%
5	919	7.3%
4	874	6.9%
0	856	6.8%
1	836	6.6%
9	832	6.6%
2	738	5.8%
Other values (5)	1406	11.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	12654	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
3	2236	17.7%
6	1715	13.6%
7	1314	10.4%
8	928	7.3%
5	919	7.3%
4	874	6.9%
0	856	6.8%
1	836	6.6%
9	832	6.6%
2	738	5.8%
Other values (5)	1406	11.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	12654	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
3	2236	17.7%
6	1715	13.6%
7	1314	10.4%
8	928	7.3%
5	919	7.3%
4	874	6.9%
0	856	6.8%
1	836	6.6%
9	832	6.6%
2	738	5.8%
Other values (5)	1406	11.1%

	Bias Motive Description	Complaint Precinct Code	Complaint Year Number	County	Full Complaint ID	Law Code Category Description	Month Number	Offense Category	Offense Description	Patrol Borough Name	Unnamed: 0	Unnamed: 0.1	Unnamed: 0.2
Bias Motive Description	1.000	0.146	0.170	0.161	0.151	0.145	0.117	0.921	0.149	0.161	0.097	0.097	0.097
Complaint Precinct Code	0.146	1.000	-0.020	0.861	0.160	0.054	0.018	0.100	0.091	0.793	0.055	0.055	0.055
Complaint Year Number	0.170	-0.020	1.000	0.066	0.983	0.045	-0.054	0.115	0.087	0.064	0.253	0.253	0.253
County	0.161	0.861	0.066	1.000	0.392	0.036	0.071	0.096	0.081	1.000	0.196	0.196	0.196
Full Complaint ID	0.151	0.160	0.983	0.392	1.000	0.040	-0.049	0.106	0.076	0.315	0.260	0.260	0.260
Law Code Category Description	0.145	0.054	0.045	0.036	0.040	1.000	0.031	0.147	0.967	0.059	0.044	0.044	0.044
Month Number	0.117	0.018	-0.054	0.071	-0.049	0.031	1.000	0.091	0.053	0.062	0.023	0.023	0.023
Offense Category	0.921	0.100	0.115	0.096	0.106	0.147	0.091	1.000	0.210	0.097	0.082	0.082	0.082
Offense Description	0.149	0.091	0.087	0.081	0.076	0.967	0.053	0.210	1.000	0.099	0.126	0.126	0.126
Patrol Borough Name	0.161	0.793	0.064	1.000	0.315	0.059	0.062	0.097	0.099	1.000	0.152	0.152	0.152
Unnamed: 0	0.097	0.055	0.253	0.196	0.260	0.044	0.023	0.082	0.126	0.152	1.000	1.000	1.000
Unnamed: 0.1	0.097	0.055	0.253	0.196	0.260	0.044	0.023	0.082	0.126	0.152	1.000	1.000	1.000
Unnamed: 0.2	0.097	0.055	0.253	0.196	0.260	0.044	0.023	0.082	0.126	0.152	1.000	1.000	1.000

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

	Unnamed: 0.2	Unnamed: 0.1	Unnamed: 0	Full Complaint ID	Complaint Year Number	Month Number	Record Create Date	Complaint Precinct Code	Patrol Borough Name	County	Law Code Category Description	Offense Description	PD Code Description	Bias Motive Description	Offense Category	Arrest Date	Arrest Id
0	0	0	0	202105012245817	2021	5	05/01/2021	50	PATROL BORO BRONX	BRONX	FELONY	BURGLARY	BURGLARY,UNCLASSIFIED,NIGHT	ANTI-JEWISH	Religion/Religious Practice	05/01/2021	B33683676
1	1	1	1	202105012668317	2021	12	12/28/2021	50	PATROL BORO BRONX	BRONX	FELONY	MISCELLANEOUS PENAL LAW	AGGRAVATED HARASSMENT 1	ANTI-JEWISH	Religion/Religious Practice	09/28/2022	B34705870
2	2	2	2	202204912792117	2022	10	10/11/2022	49	PATROL BORO BRONX	BRONX	FELONY	FELONY ASSAULT	ASSAULT 2,1,UNCLASSIFIED	ANTI-MALE HOMOSEXUAL (GAY)	Sexual Orientation	10/11/2022	B34707656
3	3	3	3	201906112101017	2019	1	01/15/2019	61	PATROL BORO BKLYN SOUTH	KINGS	FELONY	MURDER & NON-NEGL. MANSLAUGHTE	MURDER,UNCLASSIFIED	ANTI-ASIAN	Race/Color	01/16/2019	K31675023
4	4	4	4	201907112148117	2019	2	02/08/2019	71	PATROL BORO BKLYN SOUTH	KINGS	MISDEMEANOR	OFF. AGNST PUB ORD SENSBLTY &	AGGRAVATED HARASSMENT 2	ANTI-JEWISH	Religion/Religious Practice	02/08/2019	K31679592
5	5	5	5	201909412188717	2019	4	04/06/2019	94	PATROL BORO BKLYN NORTH	KINGS	FELONY	MISCELLANEOUS PENAL LAW	AGGRAVATED HARASSMENT 1	ANTI-JEWISH	Religion/Religious Practice	04/05/2019	K31690190
6	6	6	6	201907012248417	2019	3	03/17/2019	70	PATROL BORO BKLYN SOUTH	KINGS	MISDEMEANOR	ASSAULT 3 & RELATED OFFENSES	ASSAULT 3	ANTI-MUSLIM	Religion/Religious Practice	04/07/2019	K31690422
7	7	7	7	201907912598517	2019	7	07/28/2019	79	PATROL BORO BKLYN NORTH	KINGS	FELONY	ROBBERY	ROBBERY,PERSONAL ELECTRONIC DEVICE	ANTI-MALE HOMOSEXUAL (GAY)	Sexual Orientation	07/28/2019	K31710604
8	8	8	8	201907912598517	2019	7	07/28/2019	79	PATROL BORO BKLYN NORTH	KINGS	FELONY	ROBBERY	ROBBERY,PERSONAL ELECTRONIC DEVICE	ANTI-MALE HOMOSEXUAL (GAY)	Sexual Orientation	07/28/2019	K31710607
9	9	9	9	202007012371917	2020	5	05/12/2020	70	PATROL BORO BKLYN SOUTH	KINGS	FELONY	MISCELLANEOUS PENAL LAW	AGGRAVATED HARASSMENT 1	ANTI-JEWISH	Religion/Religious Practice	05/12/2020	K32688959

	Unnamed: 0.2	Unnamed: 0.1	Unnamed: 0	Full Complaint ID	Complaint Year Number	Month Number	Record Create Date	Complaint Precinct Code	Patrol Borough Name	County	Law Code Category Description	Offense Description	PD Code Description	Bias Motive Description	Offense Category	Arrest Date	Arrest Id
3245	3245	3245	3245	202400112523317	2024	6	06/06/2024	1	PATROL BORO MAN SOUTH	NEW YORK	VIOLATION	HARRASSMENT 2	HARASSMENT,SUBD 3,4,5	ANTI-JEWISH	Religion/Religious Practice	NaN	NaN
3246	3246	3246	3246	202401312664717	2024	7	07/30/2024	13	PATROL BORO MAN SOUTH	NEW YORK	MISDEMEANOR	CRIMINAL MISCHIEF & RELATED OF	CRIMINAL MISCHIEF 4TH, GRAFFIT	ANTI-JEWISH	Religion/Religious Practice	NaN	NaN
3247	3247	3247	3247	202401712125817	2024	6	02/07/2024	17	PATROL BORO MAN SOUTH	NEW YORK	MISDEMEANOR	OFF. AGNST PUB ORD SENSBLTY &	AGGRAVATED HARASSMENT 2	ANTI-TRANSGENDER	Gender	NaN	NaN
3248	3248	3248	3248	202402412209317	2024	3	03/31/2024	24	PATROL BORO MAN NORTH	NEW YORK	FELONY	ROBBERY	ROBBERY,PUBLIC PLACE INSIDE	ANTI-OTHER ETHNICITY	Ethnicity/National Origin/Ancestry	NaN	NaN
3249	3249	3249	3249	202402612174817	2024	4	04/04/2024	26	PATROL BORO MAN NORTH	NEW YORK	FELONY	MISCELLANEOUS PENAL LAW	AGGRAVATED HARASSMENT 1	ANTI-JEWISH	Religion/Religious Practice	NaN	NaN
3250	3250	3250	3250	202406612371517	2024	5	06/06/2024	66	PATROL BORO BKLYN SOUTH	KINGS	FELONY	MISCELLANEOUS PENAL LAW	AGGRAVATED HARASSMENT 1	ANTI-JEWISH	Religion/Religious Practice	NaN	NaN
3251	3251	3251	3251	202406812217617	2024	3	03/19/2024	68	PATROL BORO BKLYN SOUTH	KINGS	FELONY	CRIMINAL MISCHIEF & RELATED OF	CRIMINAL MIS 2 & 3	ANTI-JEWISH	Religion/Religious Practice	NaN	NaN
3252	3252	3252	3252	202408412587417	2024	7	07/30/2024	84	PATROL BORO BKLYN NORTH	KINGS	FELONY	FELONY ASSAULT	ASSAULT 2,1,UNCLASSIFIED	ANTI-MALE HOMOSEXUAL (GAY)	Sexual Orientation	NaN	NaN
3253	3253	3253	3253	202410412379817	2024	5	05/10/2024	104	PATROL BORO QUEENS NORTH	QUEENS	FELONY	MISCELLANEOUS PENAL LAW	AGGRAVATED HARASSMENT 1	ANTI-MUSLIM	Religion/Religious Practice	NaN	NaN
3254	3254	3254	3254	202410712566517	2024	7	07/21/2024	107	PATROL BORO QUEENS SOUTH	QUEENS	FELONY	MISCELLANEOUS PENAL LAW	AGGRAVATED HARASSMENT 1	ANTI-JEWISH	Religion/Religious Practice	NaN	NaN

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

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Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories